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ClimbsRocks / auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production
http://auto-ml.readthedocs.io
MIT License
1.64k stars 310 forks source link

consider bucketing differently for advanced_scoring_classifiers #219

Open ClimbsRocks opened 7 years ago

ClimbsRocks commented 7 years ago

right now we do it by fixed 10 percentage point buckets.

it might be more useful to do it by 10 percent increments of our predicted values. so if the vast majority of predictions fall between 0 and 10 percentage points, we have very little insight into that currently.

ClimbsRocks commented 7 years ago

I keep coming back to this. seems worth doing.